Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9445880 | 0.7538489 | 0.4407085 |
| bt | 0.8418498 | 0.5478125 | 0.2455739 |
| maxnet | 0.7804348 | 0.4705206 | NA |
| gam | 0.7874105 | 0.4780366 | 0.1893477 |
| glm | 0.7273808 | 0.4191859 | 0.1224641 |